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Estimation and Analysis of Preference Heterogeneity in Residential Choice Behaviour

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  • Tadao Hoshino

    (Tadao Hoshino is in the Department of Social Engineering, Tokyo Institute of Technology, 627, W9-89, Tokyo Institute of Technology, 2-12-1 Ookayama, Meguro, Tokyo, 152-8550, Japan, hoshino.t.ai@m.titech.ac.jp)

Abstract

Effective and efficient planning and development of residential environments require clarifying the nature of residential preferences. In reality, residential preferences are heterogeneous, so the standard econometric models that assume only one type of preference are not optimal. In this study, conjoint choice experiment methods are employed with a mixed logit approach. The findings reveal significant heterogeneity with regard to some residential attributes. The determinants of preference heterogeneity were also investigated by conducting regression analyses on the attributes that were valued heterogeneously. Overall, the relationships observed between the explanatory variables and the heterogeneity in the valuations were understandable. However, coefficient of determination values for each model were low, indicating that the bulk of preference heterogeneity results from unobservable factors.

Suggested Citation

  • Tadao Hoshino, 2011. "Estimation and Analysis of Preference Heterogeneity in Residential Choice Behaviour," Urban Studies, Urban Studies Journal Limited, vol. 48(2), pages 363-382, February.
    • Handle: RePEc:sae:urbstu:v:48:y:2011:i:2:p:363-382
    DOI: 10.1177/0042098010363498
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    References listed on IDEAS

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    1. Christian Gouriéroux & Alain Monfort, 1991. "Simulation Based Inference in Models with Heterogeneity," Annals of Economics and Statistics, GENES, issue 20-21, pages 69-107.
    2. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521766555, January.
    3. Brownstone, David & Train, Kenneth, 1998. "Forecasting new product penetration with flexible substitution patterns," Journal of Econometrics, Elsevier, vol. 89(1-2), pages 109-129, November.
    4. Campbell, Danny, 2007. "Combining mixed logit models and random effects models to identify the determinants of willingness to pay for rural landscape improvements," 81st Annual Conference, April 2-4, 2007, Reading University, UK 7975, Agricultural Economics Society.
    5. Danny Campbell, 2007. "Willingness to Pay for Rural Landscape Improvements: Combining Mixed Logit and Random‐Effects Models," Journal of Agricultural Economics, Wiley Blackwell, vol. 58(3), pages 467-483, September.
    6. Rosen, Sherwin, 1974. "Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition," Journal of Political Economy, University of Chicago Press, vol. 82(1), pages 34-55, Jan.-Feb..
    7. Kenneth E. Train, 1998. "Recreation Demand Models with Taste Differences over People," Land Economics, University of Wisconsin Press, vol. 74(2), pages 230-239.
    8. Louviere,Jordan J. & Hensher,David A. & Swait,Joffre D. With contributions by-Name:Adamowicz,Wiktor, 2000. "Stated Choice Methods," Cambridge Books, Cambridge University Press, number 9780521788304.
    9. Joan Walker & Jieping Li, 2007. "Latent lifestyle preferences and household location decisions," Journal of Geographical Systems, Springer, vol. 9(1), pages 77-101, April.
    10. repec:adr:anecst:y:1991:i:20-21:p:04 is not listed on IDEAS
    11. Sagi, Jacob S., 2006. "Anchored preference relations," Journal of Economic Theory, Elsevier, vol. 130(1), pages 283-295, September.
    12. Munro, Alistair & Sugden, Robert, 2003. "On the theory of reference-dependent preferences," Journal of Economic Behavior & Organization, Elsevier, vol. 50(4), pages 407-428, April.
    13. E Molin & H Oppewal & H Timmermans, 1999. "Group-Based versus Individual-Based Conjoint Preference Models of Residential Preferences: A Comparative Test," Environment and Planning A, , vol. 31(11), pages 1935-1947, November.
    14. Peter Boxall & Wiktor Adamowicz, 2002. "Understanding Heterogeneous Preferences in Random Utility Models: A Latent Class Approach," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 23(4), pages 421-446, December.
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    Cited by:

    1. Karen M. Gibler & Tanja Tyvimaa, 2014. "The Potential for Consumer Segmentation in the Finnish Housing Market," Journal of Consumer Affairs, Wiley Blackwell, vol. 48(2), pages 351-379, June.

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